1,692 restaurants and fast food in Los Angeles with a website of their own, each a dot where OpenStreetMap places it, coloured by its Agent-Direct grade: 561 score A or B (the highlighter), 421 C or D (grey), 710 F (ink), 544 of those because the site could not be reached. As of 2026-10-15.
businesses on the map
score A or B
score C or D
score F
Coordinates and listings from OpenStreetMap contributors (ODbL); the frame is the index's bounding box. Grades from the latest full scan of each site. The SVG · Markdown · the leaderboard · places to book or order from directly.
Where OpenStreetMap's address tags name the neighbourhood (addr:suburb, addr:neighbourhood or addr:city), the places in each, and how many score A or B. Neighbourhoods with fewer than three places, and places without the tag, are on the map but not in this table.
| Neighbourhood | Businesses | A or B | Share |
|---|---|---|---|
| Burbank | 62 | 23 | 37% |
| West Hollywood | 53 | 14 | 26% |
| Long Beach | 39 | 13 | 33% |
| Glendale | 34 | 11 | 32% |
| Beverly Hills | 32 | 11 | 34% |
| Santa Monica | 28 | 10 | 36% |
| Sherman Oaks | 16 | 1 | 6% |
| Northridge | 15 | 3 | 20% |
| Woodland Hills | 14 | 4 | 29% |
| Torrance | 14 | 4 | 29% |
| San Pedro | 14 | 4 | 29% |
| North Hollywood | 12 | 3 | 25% |
| Venice | 12 | 7 | 58% |
| Culver City | 11 | 3 | 27% |
| Hermosa Beach | 11 | 2 | 18% |
